{"id":"W3021752160","doi":"10.1007/s10840-020-00747-5","title":"Recommendations for the organization of electrophysiology and cardiac pacing services during the COVID-19 pandemic","year":2020,"lang":"en","type":"review","venue":"Journal of Interventional Cardiac Electrophysiology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Limiting; Medical emergency; Health care; Cardiac electrophysiology; 2019-20 coronavirus outbreak; Face (sociological concept); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public health; Intensive care medicine; Disease; Nursing; Electrophysiology; Virology; Pathology; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000720208,0.000339244,0.002307867,0.0002553773,0.0003160752,0.00002225521,0.000295747,0.000284969,0.00004532535],"category_scores_gemma":[0.0011018,0.0001894581,0.001727574,0.0005062221,0.0001524502,0.00007752823,0.0001150069,0.0009849634,0.000002513143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006266658,"about_ca_system_score_gemma":0.001830646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007373137,"about_ca_topic_score_gemma":0.000005763154,"domain_scores_codex":[0.9969289,0.0008160379,0.001364461,0.0002976542,0.0002379935,0.0003549686],"domain_scores_gemma":[0.9946578,0.002253867,0.00186792,0.0002697554,0.0007331389,0.0002175705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00417453,0.0006607038,0.003743832,0.2265153,0.03311385,0.00007135616,0.001818575,0.00009081683,0.05238818,0.005404101,0.01558753,0.6564312],"study_design_scores_gemma":[0.0009077102,0.003357743,0.004044974,0.003028314,0.004992363,0.0008925789,0.0001610755,0.000007357606,0.00006941619,0.0006462502,0.9816262,0.0002660103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005487764,0.9865701,0.000465433,0.005568943,0.000636935,0.00107135,0.0001803008,0.00001691333,0.000002275681],"genre_scores_gemma":[0.01913144,0.978117,0.00008226911,0.000787212,0.001516182,0.00005243053,0.0002130901,0.00005511192,0.00004524345],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9660387,"threshold_uncertainty_score":0.7725876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08071472892831807,"score_gpt":0.4236503620007134,"score_spread":0.3429356330723953,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}